Audience

Developers seeking a solution to derive insights from unstructured text using Google machine learning

About Google Cloud Natural Language API

Get insightful text analysis with machine learning that extracts, analyzes, and stores text. Train high-quality machine learning custom models without a single line of code with AutoML. Apply natural language understanding (NLU) to apps with Natural Language API. Use entity analysis to find and label fields within a document, including emails, chat, and social media, and then sentiment analysis to understand customer opinions to find actionable product and UX insights. Natural Language with speech-to-text API extracts insights from audio. Vision API adds optical character recognition (OCR) for scanned docs. Translation API understands sentiments in multiple languages. Use custom entity extraction to identify domain-specific entities within documents, many of which don’t appear in standard language models, without having to spend time or money on manual analysis. Train your own high-quality machine learning custom models to classify, extract, and detect sentiment.

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Pricing

Pricing Details:
New customers get up to $300 in free credits to try Google Cloud products
Free Version:
Free Version available.
Free Trial:
Free Trial available.

Integrations

API:
Yes, Google Cloud Natural Language API offers API access
See Integrations

Ratings/Reviews - 1 User Review

Overall 5.0 / 5
ease 5.0 / 5
features 5.0 / 5
design 5.0 / 5
support 5.0 / 5
More Reviews Write a Review

Company Information

Google
Founded: 1998
United States
cloud.google.com/natural-language

Videos and Screen Captures

Google Cloud Natural Language API Screenshot 1
Google Cloud Natural Language API Screenshot 1 Google Cloud Natural Language API Screenshot 2
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Product Details

Platforms Supported
Cloud
Training
Documentation
Live Online
Webinars
Videos
Support
24/7 Live Support
Online

Google Cloud Natural Language API Frequently Asked Questions

Q: What kinds of users and organization types does Google Cloud Natural Language API work with?
Q: What languages does Google Cloud Natural Language API support in their product?
Q: What kind of support options does Google Cloud Natural Language API offer?
Q: What other applications or services does Google Cloud Natural Language API integrate with?
Q: Does Google Cloud Natural Language API have an API?
Q: What type of training does Google Cloud Natural Language API provide?
Q: Does Google Cloud Natural Language API offer a free trial?

Google Cloud Natural Language API Product Features

Data Extraction

Disparate Data Collection Supported
Document Extraction Supported
Email Address Extraction Supported
IP Address Extraction Supported
Image Extraction Supported
Phone Number Extraction Supported
Pricing Extraction Supported
Web Data Extraction Supported

Machine Learning

Deep Learning Supported
ML Algorithm Library Supported
Model Training Supported
Natural Language Processing (NLP) Supported
Predictive Modeling Supported
Statistical / Mathematical Tools Supported
Templates Supported
Visualization Supported

Natural Language Generation

Business Intelligence Supported
CRM Data Analysis and Reports Supported
Chatbot Supported
Email Marketing Supported
Financial Reporting Supported
Multiple Language Support Supported
SEO Supported
Web Content Supported

Natural Language Processing

Co-Reference Resolution Supported
In-Database Text Analytics Supported
Named Entity Recognition Supported
Natural Language Generation (NLG) Supported
Open Source Integrations Supported
Parsing Supported
Part-of-Speech Tagging Supported
Sentence Segmentation Supported
Stemming/Lemmatization Supported
Tokenization Supported

Qualitative Data Analysis

Multi-Language Supported
Sentiment Analysis Supported
Text Analytics Supported
Annotations Not Supported
Collaboration Not Supported
Data Visualization Not Supported
Media Analytics Not Supported
Mixed Methods Research Not Supported
Qualitative Comparative Analysis Not Supported
Quantitative Content Analysis Not Supported
Statistical Analysis Not Supported
User Research Analysis Not Supported

Text Mining

Boolean Queries Supported
Document Filtering Supported
Graphical Data Presentation Supported
Language Detection Supported
Predictive Modeling Supported
Sentiment Analysis Supported
Summarization Supported
Tagging Supported
Taxonomy Classification Supported
Text Analysis Supported
Topic Clustering Supported

Google Cloud Natural Language API Additional Categories

Google Cloud Natural Language API Verified User Reviews

Write a Review
  • A Google Cloud Natural Language API User
    COO
    Used the software for: Less than 6 months
    Frequency of Use: Weekly
    User Role: User
    Company Size: 26 - 99
    Design
    Ease
    Features
    Pricing
    Support
    Probability You Would Recommend?
    1 2 3 4 5 6 7 8 9 10

    "Great for our needs"

    Posted 2024-09-27

    Pros: The Google Cloud Natural Language API excels in its accuracy and speed when processing large amounts of text. It's incredibly easy to integrate with existing systems, thanks to comprehensive documentation and SDKs for multiple languages. The sentiment analysis and entity recognition features are particularly strong, allowing for nuanced understanding of customer feedback, social media, and other unstructured data. Its real-time processing capabilities also make it a great choice for applications that require live data handling. Plus, it's scalable, handling everything from small projects to enterprise-level workloads effortlessly.

    Cons: While the API is feature-rich, the cost can add up quickly for large-scale operations, especially for companies dealing with massive data. Additionally, while the pre-built models work well for general tasks, they might not perform as accurately in niche industries or specialized use cases without further customization. The dashboard interface is a bit basic, and additional analytics tools could enhance the user experience.

    Overall: Google Cloud Natural Language API is a top-tier solution for anyone needing to process and analyze text data quickly and accurately. Its impressive features, including sentiment analysis, syntax analysis, and entity recognition, make it versatile for a range of use cases. While it can be costly for large projects, the API's scalability and ease of integration more than justify the investment for companies looking for a powerful, cloud-based NLP solution. Highly recommended for businesses of all sizes.

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